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Fri, Oct 23 02:58 PM

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TechnologyHacker News• 53m ago

Show HN: Sonah, code reviewer that reads your agent's session, not only the diff

Hey Everyone, After getting frustrated by Claude rewriting key functions and still making the test pass, was tinkering around with a review tool, that would track the assumptions and decisions the agent took, without me digging through the entire session. So ended up building Sonah. Sonah is ba...

TechnologyDev.to• 10h ago

AI文书交付前,先考考律师

给律所管理合伙人:自动出题考核承办律师,降低AI误用风险 自动生成理解度试题,5分钟完成考核 记录考核结果,满足合规培训要求 无缝对接现有文书流程,无需改变习惯 Why I'm posting this I'm building a validation page before writing code. The goal is to find 10 people who actually have this problem — if nobody cares, I'll drop the idea. Validation page: https://tsren2026.

TechnologyDev.to• 19h ago

CVE-2026-109618 and CVE-2026-109619 (PHP2Shell): Patch PHP Now

TL;DR: On 21 October 2026, PHP released emergency updates for CVE-2026-109618 and CVE-2026-109619, two critical vulnerabilities known together as PHP2Shell. Both are scored CVSS 9. 2 and can allow unauthenticated remote code execution on any server handling web requests with PHP.

TechnologyHacker News• 19h ago

Show HN: Mnemolith – AI coding memory that goes stale when your code changes

Hi HN, I'm Anish. I built Mnemolith because the AI coding tools I use (Claude Code, Cursor, Codex) either forget my project between sessions, or remember things that quietly stopped being true. Tell the agent "we use Postgres", migrate to MySQL two weeks later, and it keeps building on the old ...